aws-samples / awsome-distributed-training
Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.
☆258Updated this week
Alternatives and similar repositories for awsome-distributed-training:
Users that are interested in awsome-distributed-training are comparing it to the libraries listed below
- ☆85Updated this week
- Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stac…☆228Updated last week
- ☆74Updated last month
- EFA/NCCL base AMI build Packer and CodeBuild/Pipeline files. Also base Docker build files to enable EFA/NCCL in containers☆42Updated last year
- A generative AI-powered framework for testing virtual agents.☆197Updated this week
- ☆43Updated last month
- Foundation Model Evaluations Library☆236Updated this week
- ☆17Updated 10 months ago
- ☆106Updated this week
- Hands-on workshop for distributed training and hosting on SageMaker☆132Updated 3 weeks ago
- Build LangChain Applications on AWS☆134Updated this week
- A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)☆232Updated 2 weeks ago
- Example code for AWS Neuron SDK developers building inference and training applications☆137Updated last month
- ☆23Updated 2 weeks ago
- Create an Amazon EKS cluster and run a distributed training example☆28Updated 6 months ago
- Mistral on AWS examples for Bedrock & SageMaker☆59Updated this week
- Cloud-native, AI-powered, document processing pipelines on AWS.☆169Updated this week
- This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It …☆42Updated last month
- A Python framework for multi-modal document understanding with Amazon Bedrock☆74Updated this week
- ☆38Updated last week
- Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference example…☆54Updated 3 weeks ago
- ☆52Updated last month
- Amazon Bedrock Foundation models with Amazon Opensearch Serverless as a Vector DB☆172Updated last month
- ☆12Updated 2 months ago
- Some crazy experiments☆33Updated last month
- This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.☆111Updated 2 weeks ago
- ☆60Updated last year
- Use natural language to Generate Amazon Athena SQL queries to fetch data.☆66Updated 4 months ago
- ☆42Updated this week